Pandas Profile of Data

Dataset statistics

Number of variables	39
Number of observations	1620
Missing cells	421
Missing cells (%)	0.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	493.7 KiB
Average record size in memory	312.1 B

Variable types

Numeric	28
Categorical	11

Alerts

`Bus` is highly correlated with `상권타입` and 15 other fields	High correlation
`총_생활인구` is highly correlated with `Bus` and 16 other fields	High correlation
`남성_생활인구` is highly correlated with `Bus` and 17 other fields	High correlation
`여성_생활인구` is highly correlated with `Bus` and 15 other fields	High correlation
`연령대_10_생활인구` is highly correlated with `총_생활인구` and 14 other fields	High correlation
`연령대_20_생활인구` is highly correlated with `Bus` and 15 other fields	High correlation
`연령대_30_생활인구` is highly correlated with `Bus` and 17 other fields	High correlation
`연령대_40_생활인구` is highly correlated with `Bus` and 18 other fields	High correlation
`연령대_50_생활인구` is highly correlated with `Bus` and 15 other fields	High correlation
`연령대_60_이상_생활인구` is highly correlated with `총_생활인구` and 14 other fields	High correlation
`시간대_1_생활인구_수` is highly correlated with `총_생활인구` and 14 other fields	High correlation
`시간대_2_생활인구_수` is highly correlated with `Bus` and 15 other fields	High correlation
`시간대_3_생활인구_수` is highly correlated with `상권타입` and 19 other fields	High correlation
`시간대_4_생활인구_수` is highly correlated with `Bus` and 18 other fields	High correlation
`시간대_5_생활인구_수` is highly correlated with `Bus` and 18 other fields	High correlation
`시간대_6_생활인구_수` is highly correlated with `총_생활인구` and 14 other fields	High correlation
`아파트_단지수` is highly correlated with `총_생활인구` and 9 other fields	High correlation
`매출액` is highly correlated with `Bus` and 9 other fields	High correlation
`매출건수` is highly correlated with `상권타입` and 11 other fields	High correlation
`개업율` is highly correlated with `폐업율` and 1 other fields	High correlation
`폐업율` is highly correlated with `개업율` and 1 other fields	High correlation
`전체범죄` is highly correlated with `살인` and 7 other fields	High correlation
`폭력` is highly correlated with `살인` and 8 other fields	High correlation
`절도` is highly correlated with `살인` and 7 other fields	High correlation
`강간` is highly correlated with `살인` and 8 other fields	High correlation
`df_index` is highly correlated with `상권타입`	High correlation
`상권타입` is highly correlated with `df_index` and 4 other fields	High correlation
`Subway` is highly correlated with `상권타입` and 8 other fields	High correlation
`유흥업소` is highly correlated with `Bus` and 6 other fields	High correlation
`살인` is highly correlated with `강간` and 5 other fields	High correlation
`강도` is highly correlated with `강간` and 5 other fields	High correlation
`방화` is highly correlated with `강간` and 3 other fields	High correlation
`마약` is highly correlated with `살인` and 5 other fields	High correlation
`약취` is highly correlated with `112신고`	High correlation
`도박` is highly correlated with `강간` and 3 other fields	High correlation
`112신고` is highly correlated with `살인` and 4 other fields	High correlation
`프랜차이즈_침투율` is highly correlated with `개업율` and 1 other fields	High correlation
`아파트_단지수` has 176 (10.9%) missing values	Missing
`아파트_평균_시가` has 176 (10.9%) missing values	Missing
`매출액` has 18 (1.1%) missing values	Missing
`매출건수` has 18 (1.1%) missing values	Missing
`df_index` is uniformly distributed	Uniform
`df_index` has unique values	Unique
`Bus` has 35 (2.2%) zeros	Zeros
`Subway` has 334 (20.6%) zeros	Zeros
`유흥업소` has 1046 (64.6%) zeros	Zeros
`개업율` has 40 (2.5%) zeros	Zeros
`폐업율` has 46 (2.8%) zeros	Zeros
`프랜차이즈_침투율` has 77 (4.8%) zeros	Zeros

Reproduction

Analysis started	2022-10-16 05:51:46.089847
Analysis finished	2022-10-16 05:53:44.885245
Duration	1 minute and 58.8 seconds
Software version	pandas-profiling v3.3.0
Download configuration	config.json

df_index
Real number (ℝ_≥0)

HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	1620
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	829.1493827

Minimum	0
Maximum	1670
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	0
5-th percentile	81.95
Q1	412.75
median	828.5
Q3	1242.25
95-th percentile	1583.05
Maximum	1670
Range	1670
Interquartile range (IQR)	829.5

Descriptive statistics

Standard deviation	480.6055462
Coefficient of variation (CV)	0.5796368619
Kurtosis	-1.193601034
Mean	829.1493827
Median Absolute Deviation (MAD)	415
Skewness	0.006187635767
Sum	1343222
Variance	230981.6911
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	0.1%
1105	1	0.1%
1115	1	0.1%
1114	1	0.1%
1113	1	0.1%
1112	1	0.1%
1111	1	0.1%
1110	1	0.1%
1109	1	0.1%
1108	1	0.1%
Other values (1610)	1610	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.1%
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%

Value	Count	Frequency (%)
1670	1	0.1%
1669	1	0.1%
1668	1	0.1%
1667	1	0.1%
1666	1	0.1%
1665	1	0.1%
1664	1	0.1%
1663	1	0.1%
1662	1	0.1%
1661	1	0.1%

상권타입
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	12.8 KiB

골목상권	1062
전통시장	303
발달상권	249
관광특구	6

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	6480
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	골목상권
2nd row	골목상권
3rd row	골목상권
4th row	골목상권
5th row	골목상권

Common Values

Value	Count	Frequency (%)
골목상권	1062	65.6%
전통시장	303	18.7%
발달상권	249	15.4%
관광특구	6	0.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
골목상권	1062	65.6%
전통시장	303	18.7%
발달상권	249	15.4%
관광특구	6	0.4%

Most occurring characters

Value	Count	Frequency (%)
상	1311	20.2%
권	1311	20.2%
골	1062	16.4%
목	1062	16.4%
전	303	4.7%
통	303	4.7%
시	303	4.7%
장	303	4.7%
발	249	3.8%
달	249	3.8%
Other values (4)	24	0.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6480	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
상	1311	20.2%
권	1311	20.2%
골	1062	16.4%
목	1062	16.4%
전	303	4.7%
통	303	4.7%
시	303	4.7%
장	303	4.7%
발	249	3.8%
달	249	3.8%
Other values (4)	24	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6480	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
상	1311	20.2%
권	1311	20.2%
골	1062	16.4%
목	1062	16.4%
전	303	4.7%
통	303	4.7%
시	303	4.7%
장	303	4.7%
발	249	3.8%
달	249	3.8%
Other values (4)	24	0.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6480	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
상	1311	20.2%
권	1311	20.2%
골	1062	16.4%
목	1062	16.4%
전	303	4.7%
통	303	4.7%
시	303	4.7%
장	303	4.7%
발	249	3.8%
달	249	3.8%
Other values (4)	24	0.4%

Bus
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	43
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.512962963

Minimum	0
Maximum	92
Zeros	35
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	5
median	8
Q3	12
95-th percentile	21
Maximum	92
Range	92
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	6.940438732
Coefficient of variation (CV)	0.729576974
Kurtosis	17.04579781
Mean	9.512962963
Median Absolute Deviation (MAD)	4
Skewness	2.556898029
Sum	15411
Variance	48.16968979
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
8	142	8.8%
6	129	8.0%
5	120	7.4%
4	113	7.0%
7	107	6.6%
9	96	5.9%
2	91	5.6%
3	91	5.6%
12	90	5.6%
10	88	5.4%
Other values (33)	553	34.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	2.2%
1	32	2.0%
2	91	5.6%
3	91	5.6%
4	113	7.0%
5	120	7.4%
6	129	8.0%
7	107	6.6%
8	142	8.8%
9	96	5.9%

Value	Count	Frequency (%)
92	1	0.1%
59	1	0.1%
51	2	0.1%
46	1	0.1%
45	2	0.1%
43	1	0.1%
41	2	0.1%
36	1	0.1%
34	1	0.1%
33	4	0.2%

Subway
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	15
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.808024691

Minimum	0
Maximum	19
Zeros	334
Zeros (%)	20.6%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	3
95-th percentile	5
Maximum	19
Range	19
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.754073293
Coefficient of variation (CV)	0.9701600325
Kurtosis	10.4468387
Mean	1.808024691
Median Absolute Deviation (MAD)	1
Skewness	2.19477742
Sum	2929
Variance	3.076773119
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
1	531	32.8%
2	343	21.2%
0	334	20.6%
3	194	12.0%
4	105	6.5%
5	53	3.3%
6	26	1.6%
7	17	1.0%
8	8	0.5%
9	3	0.2%
Other values (5)	6	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	334	20.6%
1	531	32.8%
2	343	21.2%
3	194	12.0%
4	105	6.5%
5	53	3.3%
6	26	1.6%
7	17	1.0%
8	8	0.5%
9	3	0.2%

Value	Count	Frequency (%)
19	1	0.1%
15	1	0.1%
13	1	0.1%
12	1	0.1%
10	2	0.1%
9	3	0.2%
8	8	0.5%
7	17	1.0%
6	26	1.6%
5	53	3.3%

평균매매가
Real number (ℝ_≥0)

Distinct	1593
Distinct (%)	98.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1102.370537

Minimum	150.225338
Maximum	9449.120946
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	150.225338
5-th percentile	472.6190675
Q1	747.5587922
median	949.7827119
Q3	1322.744612
95-th percentile	2148.995096
Maximum	9449.120946
Range	9298.895608
Interquartile range (IQR)	575.1858203

Descriptive statistics

Standard deviation	577.0169029
Coefficient of variation (CV)	0.5234328057
Kurtosis	34.34576166
Mean	1102.370537
Median Absolute Deviation (MAD)	250.3273608
Skewness	3.537881392
Sum	1785840.269
Variance	332948.5062
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
725.090254	3	0.2%
1975.247525	3	0.2%
2213.939728	2	0.1%
756.0815157	2	0.1%
912.5579024	2	0.1%
1247.160679	2	0.1%
423.1508195	2	0.1%
2893.468527	2	0.1%
1186.264136	2	0.1%
1976.730668	2	0.1%
Other values (1583)	1598	98.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
150.225338	1	0.1%
240.8698368	1	0.1%
242.5078864	1	0.1%
249.841195	1	0.1%
280.4595989	1	0.1%
294.6750828	1	0.1%
295.1144579	1	0.1%
296.7239362	1	0.1%
307.0015923	1	0.1%
309.9392321	1	0.1%

Value	Count	Frequency (%)
9449.120946	1	0.1%
6146.616686	2	0.1%
3753.049353	1	0.1%
3491.082468	1	0.1%
3460.676216	1	0.1%
3404.159049	1	0.1%
3371.105966	1	0.1%
3094.78511	1	0.1%
3054.155424	1	0.1%
2911.79682	1	0.1%

유흥업소
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	21
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.011111111

Minimum	0
Maximum	33
Zeros	1046
Zeros (%)	64.6%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	5
Maximum	33
Range	33
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.315962281
Coefficient of variation (CV)	2.290512146
Kurtosis	43.31530262
Mean	1.011111111
Median Absolute Deviation (MAD)	0
Skewness	5.203117055
Sum	1638
Variance	5.363681285
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	1046	64.6%
1	245	15.1%
2	124	7.7%
3	63	3.9%
4	50	3.1%
5	28	1.7%
7	19	1.2%
6	13	0.8%
8	8	0.5%
9	5	0.3%
Other values (11)	19	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1046	64.6%
1	245	15.1%
2	124	7.7%
3	63	3.9%
4	50	3.1%
5	28	1.7%
6	13	0.8%
7	19	1.2%
8	8	0.5%
9	5	0.3%

Value	Count	Frequency (%)
33	1	0.1%
25	1	0.1%
22	1	0.1%
18	2	0.1%
17	1	0.1%
16	1	0.1%
14	3	0.2%
13	3	0.2%
12	2	0.1%
11	2	0.1%

살인
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	12.8 KiB

1	597
5	324
2	282
3	254
4	163

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1620
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	4
3rd row	1
4th row	2
5th row	5

Common Values

Value	Count	Frequency (%)
1	597	36.9%
5	324	20.0%
2	282	17.4%
3	254	15.7%
4	163	10.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	597	36.9%
5	324	20.0%
2	282	17.4%
3	254	15.7%
4	163	10.1%

Most occurring characters

Value	Count	Frequency (%)
1	597	36.9%
5	324	20.0%
2	282	17.4%
3	254	15.7%
4	163	10.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1620	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	597	36.9%
5	324	20.0%
2	282	17.4%
3	254	15.7%
4	163	10.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	1620	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	597	36.9%
5	324	20.0%
2	282	17.4%
3	254	15.7%
4	163	10.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1620	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	597	36.9%
5	324	20.0%
2	282	17.4%
3	254	15.7%
4	163	10.1%

강도
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	12.8 KiB

1	645
5	335
2	326
3	260
4	54

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1620
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	3
3rd row	1
4th row	5
5th row	1

Common Values

Value	Count	Frequency (%)
1	645	39.8%
5	335	20.7%
2	326	20.1%
3	260	16.0%
4	54	3.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	645	39.8%
5	335	20.7%
2	326	20.1%
3	260	16.0%
4	54	3.3%

Most occurring characters

Value	Count	Frequency (%)
1	645	39.8%
5	335	20.7%
2	326	20.1%
3	260	16.0%
4	54	3.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1620	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	645	39.8%
5	335	20.7%
2	326	20.1%
3	260	16.0%
4	54	3.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	1620	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	645	39.8%
5	335	20.7%
2	326	20.1%
3	260	16.0%
4	54	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1620	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	645	39.8%
5	335	20.7%
2	326	20.1%
3	260	16.0%
4	54	3.3%

강간
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	12.8 KiB

1	674
2	378
5	312
3	197
4	59

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1620
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	5

Common Values

Value	Count	Frequency (%)
1	674	41.6%
2	378	23.3%
5	312	19.3%
3	197	12.2%
4	59	3.6%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	674	41.6%
2	378	23.3%
5	312	19.3%
3	197	12.2%
4	59	3.6%

Most occurring characters

Value	Count	Frequency (%)
1	674	41.6%
2	378	23.3%
5	312	19.3%
3	197	12.2%
4	59	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1620	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	674	41.6%
2	378	23.3%
5	312	19.3%
3	197	12.2%
4	59	3.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	1620	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	674	41.6%
2	378	23.3%
5	312	19.3%
3	197	12.2%
4	59	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1620	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	674	41.6%
2	378	23.3%
5	312	19.3%
3	197	12.2%
4	59	3.6%

절도
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	12.8 KiB

1	516
5	353
3	327
2	305
4	119

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1620
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	3
3rd row	2
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
1	516	31.9%
5	353	21.8%
3	327	20.2%
2	305	18.8%
4	119	7.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	516	31.9%
5	353	21.8%
3	327	20.2%
2	305	18.8%
4	119	7.3%

Most occurring characters

Value	Count	Frequency (%)
1	516	31.9%
5	353	21.8%
3	327	20.2%
2	305	18.8%
4	119	7.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1620	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	516	31.9%
5	353	21.8%
3	327	20.2%
2	305	18.8%
4	119	7.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	1620	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	516	31.9%
5	353	21.8%
3	327	20.2%
2	305	18.8%
4	119	7.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1620	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	516	31.9%
5	353	21.8%
3	327	20.2%
2	305	18.8%
4	119	7.3%

폭력
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	12.8 KiB

1	425
2	395
5	361
3	241
4	198

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1620
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5
2nd row	3
3rd row	5
4th row	4
5th row	5

Common Values

Value	Count	Frequency (%)
1	425	26.2%
2	395	24.4%
5	361	22.3%
3	241	14.9%
4	198	12.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	425	26.2%
2	395	24.4%
5	361	22.3%
3	241	14.9%
4	198	12.2%

Most occurring characters

Value	Count	Frequency (%)
1	425	26.2%
2	395	24.4%
5	361	22.3%
3	241	14.9%
4	198	12.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1620	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	425	26.2%
2	395	24.4%
5	361	22.3%
3	241	14.9%
4	198	12.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	1620	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	425	26.2%
2	395	24.4%
5	361	22.3%
3	241	14.9%
4	198	12.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1620	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	425	26.2%
2	395	24.4%
5	361	22.3%
3	241	14.9%
4	198	12.2%

방화
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	12.8 KiB

1	466
2	410
5	310
3	288
4	146

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1620
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5
2nd row	3
3rd row	5
4th row	3
5th row	4

Common Values

Value	Count	Frequency (%)
1	466	28.8%
2	410	25.3%
5	310	19.1%
3	288	17.8%
4	146	9.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	466	28.8%
2	410	25.3%
5	310	19.1%
3	288	17.8%
4	146	9.0%

Most occurring characters

Value	Count	Frequency (%)
1	466	28.8%
2	410	25.3%
5	310	19.1%
3	288	17.8%
4	146	9.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1620	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	466	28.8%
2	410	25.3%
5	310	19.1%
3	288	17.8%
4	146	9.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1620	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	466	28.8%
2	410	25.3%
5	310	19.1%
3	288	17.8%
4	146	9.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1620	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	466	28.8%
2	410	25.3%
5	310	19.1%
3	288	17.8%
4	146	9.0%

마약
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	12.8 KiB

1	611
5	367
2	363
3	181
4	98

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1620
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	2
3rd row	1
4th row	1
5th row	5

Common Values

Value	Count	Frequency (%)
1	611	37.7%
5	367	22.7%
2	363	22.4%
3	181	11.2%
4	98	6.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	611	37.7%
5	367	22.7%
2	363	22.4%
3	181	11.2%
4	98	6.0%

Most occurring characters

Value	Count	Frequency (%)
1	611	37.7%
5	367	22.7%
2	363	22.4%
3	181	11.2%
4	98	6.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1620	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	611	37.7%
5	367	22.7%
2	363	22.4%
3	181	11.2%
4	98	6.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1620	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	611	37.7%
5	367	22.7%
2	363	22.4%
3	181	11.2%
4	98	6.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1620	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	611	37.7%
5	367	22.7%
2	363	22.4%
3	181	11.2%
4	98	6.0%

약취
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	12.8 KiB

1	922
5	375
2	133
3	121
4	69

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1620
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4
2nd row	5
3rd row	4
4th row	1
5th row	3

Common Values

Value	Count	Frequency (%)
1	922	56.9%
5	375	23.1%
2	133	8.2%
3	121	7.5%
4	69	4.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	922	56.9%
5	375	23.1%
2	133	8.2%
3	121	7.5%
4	69	4.3%

Most occurring characters

Value	Count	Frequency (%)
1	922	56.9%
5	375	23.1%
2	133	8.2%
3	121	7.5%
4	69	4.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1620	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	922	56.9%
5	375	23.1%
2	133	8.2%
3	121	7.5%
4	69	4.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	1620	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	922	56.9%
5	375	23.1%
2	133	8.2%
3	121	7.5%
4	69	4.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1620	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	922	56.9%
5	375	23.1%
2	133	8.2%
3	121	7.5%
4	69	4.3%

도박
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	12.8 KiB

1	627
5	342
2	328
3	200
4	123

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1620
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4
2nd row	2
3rd row	4
4th row	1
5th row	3

Common Values

Value	Count	Frequency (%)
1	627	38.7%
5	342	21.1%
2	328	20.2%
3	200	12.3%
4	123	7.6%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	627	38.7%
5	342	21.1%
2	328	20.2%
3	200	12.3%
4	123	7.6%

Most occurring characters

Value	Count	Frequency (%)
1	627	38.7%
5	342	21.1%
2	328	20.2%
3	200	12.3%
4	123	7.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1620	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	627	38.7%
5	342	21.1%
2	328	20.2%
3	200	12.3%
4	123	7.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	1620	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	627	38.7%
5	342	21.1%
2	328	20.2%
3	200	12.3%
4	123	7.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1620	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	627	38.7%
5	342	21.1%
2	328	20.2%
3	200	12.3%
4	123	7.6%

전체범죄
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	12.8 KiB

1	470
2	358
5	329
3	292
4	171

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1620
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5
2nd row	3
3rd row	5
4th row	4
5th row	4

Common Values

Value	Count	Frequency (%)
1	470	29.0%
2	358	22.1%
5	329	20.3%
3	292	18.0%
4	171	10.6%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	470	29.0%
2	358	22.1%
5	329	20.3%
3	292	18.0%
4	171	10.6%

Most occurring characters

Value	Count	Frequency (%)
1	470	29.0%
2	358	22.1%
5	329	20.3%
3	292	18.0%
4	171	10.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1620	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	470	29.0%
2	358	22.1%
5	329	20.3%
3	292	18.0%
4	171	10.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	1620	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	470	29.0%
2	358	22.1%
5	329	20.3%
3	292	18.0%
4	171	10.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1620	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	470	29.0%
2	358	22.1%
5	329	20.3%
3	292	18.0%
4	171	10.6%

112신고
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	31
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	86836.67593

Minimum	28589
Maximum	139303
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	28589
5-th percentile	33232
Q1	68076
median	90549
Q3	114534
95-th percentile	132570
Maximum	139303
Range	110714
Interquartile range (IQR)	46458

Descriptive statistics

Standard deviation	31435.57037
Coefficient of variation (CV)	0.3620079884
Kurtosis	-0.8955909093
Mean	86836.67593
Median Absolute Deviation (MAD)	23985
Skewness	-0.1638955345
Sum	140675415
Variance	988195084.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
132570	92	5.7%
114534	80	4.9%
114688	77	4.8%
129382	73	4.5%
92545	72	4.4%
139303	65	4.0%
90549	64	4.0%
79765	63	3.9%
125929	62	3.8%
96374	61	3.8%
Other values (21)	911	56.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
28589	35	2.2%
29406	31	1.9%
33232	50	3.1%
37512	36	2.2%
39241	28	1.7%
44427	36	2.2%
45240	34	2.1%
45935	47	2.9%
52079	35	2.2%
59933	45	2.8%

Value	Count	Frequency (%)
139303	65	4.0%
132570	92	5.7%
129382	73	4.5%
125929	62	3.8%
114688	77	4.8%
114534	80	4.9%
100254	58	3.6%
97907	35	2.2%
96374	61	3.8%
95966	61	3.8%

총_생활인구
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1613
Distinct (%)	99.6%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	3002876.968

Minimum	21
Maximum	24284228
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	21
5-th percentile	162610.8
Q1	848852
median	2102266
Q3	4176310
95-th percentile	8735136.3
Maximum	24284228
Range	24284207
Interquartile range (IQR)	3327458

Descriptive statistics

Standard deviation	3057567.531
Coefficient of variation (CV)	1.018212722
Kurtosis	6.147206356
Mean	3002876.968
Median Absolute Deviation (MAD)	1470329
Skewness	2.066172623
Sum	4861657812
Variance	9.348719206 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
297568	4	0.2%
198395	3	0.2%
88868	2	0.1%
3865893	1	0.1%
2086245	1	0.1%
2923243	1	0.1%
2448589	1	0.1%
290593	1	0.1%
4643371	1	0.1%
1371379	1	0.1%
Other values (1603)	1603	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	1	0.1%
3141	1	0.1%
11884	1	0.1%
18989	1	0.1%
22669	1	0.1%
23907	1	0.1%
31168	1	0.1%
35137	1	0.1%
38186	1	0.1%
39520	1	0.1%

Value	Count	Frequency (%)
24284228	1	0.1%
22719927	1	0.1%
20491607	1	0.1%
18755135	1	0.1%
18289731	1	0.1%
17670990	1	0.1%
17160940	1	0.1%
16184741	1	0.1%
15719762	1	0.1%
15566829	1	0.1%

남성_생활인구
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1612
Distinct (%)	99.6%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1429982.848

Minimum	9
Maximum	12255007
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	9
5-th percentile	77821.5
Q1	403737
median	991167
Q3	1989078
95-th percentile	4104929.7
Maximum	12255007
Range	12254998
Interquartile range (IQR)	1585341

Descriptive statistics

Standard deviation	1466704.381
Coefficient of variation (CV)	1.025679701
Kurtosis	7.15970969
Mean	1429982.848
Median Absolute Deviation (MAD)	691511
Skewness	2.178000552
Sum	2315142231
Variance	2.15122174 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
143360	4	0.2%
98580	3	0.2%
48254	2	0.1%
449510	2	0.1%
1736497	1	0.1%
1359678	1	0.1%
953788	1	0.1%
1357708	1	0.1%
1067101	1	0.1%
148209	1	0.1%
Other values (1602)	1602	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9	1	0.1%
2418	1	0.1%
5991	1	0.1%
8418	1	0.1%
9841	1	0.1%
11174	1	0.1%
14658	1	0.1%
17368	1	0.1%
17671	1	0.1%
19055	1	0.1%

Value	Count	Frequency (%)
12255007	1	0.1%
10908328	1	0.1%
10835150	1	0.1%
9451894	1	0.1%
9235570	1	0.1%
8630951	1	0.1%
8104292	1	0.1%
7931696	1	0.1%
7783806	1	0.1%
7516522	1	0.1%

여성_생활인구
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1612
Distinct (%)	99.6%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1572894.191

Minimum	9
Maximum	12029223
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	9
5-th percentile	85783.2
Q1	441710
median	1084293
Q3	2178429
95-th percentile	4729637.9
Maximum	12029223
Range	12029214
Interquartile range (IQR)	1736719

Descriptive statistics

Standard deviation	1602085.13
Coefficient of variation (CV)	1.018558743
Kurtosis	5.796945594
Mean	1572894.191
Median Absolute Deviation (MAD)	765617
Skewness	2.024287028
Sum	2546515695
Variance	2.566676765 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
154208	4	0.2%
99815	3	0.2%
40616	2	0.1%
1337837	2	0.1%
1983590	1	0.1%
2008351	1	0.1%
1132456	1	0.1%
1565536	1	0.1%
1381488	1	0.1%
142384	1	0.1%
Other values (1602)	1602	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9	1	0.1%
723	1	0.1%
5896	1	0.1%
10571	1	0.1%
12731	1	0.1%
12830	1	0.1%
16084	1	0.1%
16507	1	0.1%
20817	1	0.1%
21852	1	0.1%

Value	Count	Frequency (%)
12029223	1	0.1%
11811597	1	0.1%
11256035	1	0.1%
9658778	1	0.1%
9303238	1	0.1%
9229245	1	0.1%
9138048	1	0.1%
8525452	1	0.1%
8469958	1	0.1%
8363307	1	0.1%

연령대_10_생활인구
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1610
Distinct (%)	99.4%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	392429.7603

Minimum	8
Maximum	3390015
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	8
5-th percentile	13112.8
Q1	91585.5
median	250292
Q3	545843.5
95-th percentile	1324796.3
Maximum	3390015
Range	3390007
Interquartile range (IQR)	454258

Descriptive statistics

Standard deviation	427557.8575
Coefficient of variation (CV)	1.089514356
Kurtosis	6.168707619
Mean	392429.7603
Median Absolute Deviation (MAD)	187735
Skewness	2.133623616
Sum	635343782
Variance	1.828057215 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6999	4	0.2%
5046	3	0.2%
3609	2	0.1%
199349	2	0.1%
8734	2	0.1%
11568	2	0.1%
552455	1	0.1%
712123	1	0.1%
39361	1	0.1%
146982	1	0.1%
Other values (1600)	1600	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	1	0.1%
612	1	0.1%
1690	1	0.1%
2213	1	0.1%
2573	1	0.1%
3194	1	0.1%
3344	1	0.1%
3501	1	0.1%
3609	2	0.1%
3641	1	0.1%

Value	Count	Frequency (%)
3390015	1	0.1%
2852961	1	0.1%
2716618	1	0.1%
2608286	1	0.1%
2529718	1	0.1%
2510850	1	0.1%
2475381	1	0.1%
2336292	1	0.1%
2281443	1	0.1%
2254451	1	0.1%

연령대_20_생활인구
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1612
Distinct (%)	99.6%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	513780.7702

Minimum	0
Maximum	7434365
Zeros	2
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	0
5-th percentile	23605
Q1	122166.5
median	315582
Q3	671720.5
95-th percentile	1612680.8
Maximum	7434365
Range	7434365
Interquartile range (IQR)	549554

Descriptive statistics

Standard deviation	651347.0043
Coefficient of variation (CV)	1.267752789
Kurtosis	23.09927451
Mean	513780.7702
Median Absolute Deviation (MAD)	234423
Skewness	3.743143052
Sum	831811067
Variance	4.2425292 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
51982	4	0.2%
23605	3	0.2%
19403	2	0.1%
0	2	0.1%
431915	1	0.1%
24988	1	0.1%
1888871	1	0.1%
462342	1	0.1%
394737	1	0.1%
525944	1	0.1%
Other values (1602)	1602	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	0.1%
425	1	0.1%
2621	1	0.1%
2689	1	0.1%
3086	1	0.1%
3202	1	0.1%
3290	1	0.1%
3538	1	0.1%
3996	1	0.1%
4982	1	0.1%

Value	Count	Frequency (%)
7434365	1	0.1%
6701645	1	0.1%
5355479	1	0.1%
5260226	1	0.1%
5215772	1	0.1%
4713186	1	0.1%
4540993	1	0.1%
4422552	1	0.1%
4330212	1	0.1%
3926220	1	0.1%

연령대_30_생활인구
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1610
Distinct (%)	99.4%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	526534.8462

Minimum	0
Maximum	6203613
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	0
5-th percentile	26259.2
Q1	133578.5
median	343116
Q3	704963.5
95-th percentile	1654337.7
Maximum	6203613
Range	6203613
Interquartile range (IQR)	571385

Descriptive statistics

Standard deviation	601915.084
Coefficient of variation (CV)	1.143162866
Kurtosis	13.15693092
Mean	526534.8462
Median Absolute Deviation (MAD)	244750
Skewness	2.85466437
Sum	852459916
Variance	3.623017684 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80481	4	0.2%
36136	3	0.2%
281303	2	0.1%
17594	2	0.1%
224310	2	0.1%
174444	2	0.1%
469431	1	0.1%
1088642	1	0.1%
246408	1	0.1%
394852	1	0.1%
Other values (1600)	1600	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.1%
6	1	0.1%
1712	1	0.1%
3095	1	0.1%
3224	1	0.1%
3420	1	0.1%
3744	1	0.1%
4882	1	0.1%
5005	1	0.1%
5124	1	0.1%

Value	Count	Frequency (%)
6203613	1	0.1%
5168148	1	0.1%
4496975	1	0.1%
3962808	1	0.1%
3911412	1	0.1%
3743033	1	0.1%
3731411	1	0.1%
3661111	1	0.1%
3597364	1	0.1%
3469429	1	0.1%

연령대_40_생활인구
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1611
Distinct (%)	99.5%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	481699.1476

Minimum	0
Maximum	4293085
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	0
5-th percentile	26783.3
Q1	135671
median	329880
Q3	670467.5
95-th percentile	1434865.6
Maximum	4293085
Range	4293085
Interquartile range (IQR)	534796.5

Descriptive statistics

Standard deviation	500696.8867
Coefficient of variation (CV)	1.039439013
Kurtosis	7.739455563
Mean	481699.1476
Median Absolute Deviation (MAD)	231946
Skewness	2.258937197
Sum	779870920
Variance	2.506973723 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
63558	4	0.2%
37375	3	0.2%
454901	2	0.1%
12732	2	0.1%
148723	2	0.1%
485905	1	0.1%
287594	1	0.1%
471187	1	0.1%
415282	1	0.1%
56826	1	0.1%
Other values (1601)	1601	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.1%
495	1	0.1%
2204	1	0.1%
3409	1	0.1%
3678	1	0.1%
4730	1	0.1%
5851	1	0.1%
5938	1	0.1%
6715	1	0.1%
7324	1	0.1%

Value	Count	Frequency (%)
4293085	1	0.1%
3798275	1	0.1%
3436413	1	0.1%
3307562	1	0.1%
3292952	1	0.1%
2982326	1	0.1%
2974844	1	0.1%
2809958	1	0.1%
2769519	1	0.1%
2728350	1	0.1%

연령대_50_생활인구
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1612
Distinct (%)	99.6%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	437845.5911

Minimum	0
Maximum	2921527
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	0
5-th percentile	24835.9
Q1	124817
median	303500
Q3	618799.5
95-th percentile	1252785.6
Maximum	2921527
Range	2921527
Interquartile range (IQR)	493982.5

Descriptive statistics

Standard deviation	436497.5088
Coefficient of variation (CV)	0.9969211012
Kurtosis	4.637089668
Mean	437845.5911
Median Absolute Deviation (MAD)	211363
Skewness	1.89194853
Sum	708872012
Variance	1.905300752 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45744	4	0.2%
42344	3	0.2%
15313	2	0.1%
72724	2	0.1%
538970	1	0.1%
330397	1	0.1%
454285	1	0.1%
294474	1	0.1%
34259	1	0.1%
698560	1	0.1%
Other values (1602)	1602	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.1%
285	1	0.1%
2128	1	0.1%
2196	1	0.1%
3403	1	0.1%
3427	1	0.1%
5047	1	0.1%
5270	1	0.1%
5922	1	0.1%
6241	1	0.1%

Value	Count	Frequency (%)
2921527	1	0.1%
2786818	1	0.1%
2549749	1	0.1%
2539554	1	0.1%
2521033	1	0.1%
2444234	1	0.1%
2409415	1	0.1%
2397330	1	0.1%
2391497	1	0.1%
2312510	1	0.1%

연령대_60_이상_생활인구
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1613
Distinct (%)	99.6%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	650587.063

Minimum	8
Maximum	4887130
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	8
5-th percentile	32464.8
Q1	178103.5
median	444904
Q3	899059
95-th percentile	1954866.2
Maximum	4887130
Range	4887122
Interquartile range (IQR)	720955.5

Descriptive statistics

Standard deviation	657765.0799
Coefficient of variation (CV)	1.011033138
Kurtosis	5.163000253
Mean	650587.063
Median Absolute Deviation (MAD)	317539
Skewness	1.943861912
Sum	1053300455
Variance	4.326549003 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48804	4	0.2%
53889	3	0.2%
20224	2	0.1%
698901	1	0.1%
434903	1	0.1%
693765	1	0.1%
426090	1	0.1%
33775	1	0.1%
690774	1	0.1%
118627	1	0.1%
Other values (1603)	1603	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	1	0.1%
1743	1	0.1%
2841	1	0.1%
3240	1	0.1%
5161	1	0.1%
5263	1	0.1%
5776	1	0.1%
8348	1	0.1%
12503	1	0.1%
12718	1	0.1%

Value	Count	Frequency (%)
4887130	1	0.1%
4630487	1	0.1%
3939022	1	0.1%
3892242	1	0.1%
3862863	1	0.1%
3762641	1	0.1%
3698646	1	0.1%
3569006	1	0.1%
3529391	1	0.1%
3373290	1	0.1%

시간대_1_생활인구_수
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1611
Distinct (%)	99.5%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	737064.9277

Minimum	0
Maximum	6555148
Zeros	2
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	0
5-th percentile	25193.1
Q1	166782
median	482318
Q3	1018847
95-th percentile	2265831.8
Maximum	6555148
Range	6555148
Interquartile range (IQR)	852065

Descriptive statistics

Standard deviation	794851.1309
Coefficient of variation (CV)	1.078400424
Kurtosis	6.556118952
Mean	737064.9277
Median Absolute Deviation (MAD)	361511
Skewness	2.106334224
Sum	1193308118
Variance	6.317883203 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
75465	4	0.2%
53719	3	0.2%
17128	2	0.1%
284555	2	0.1%
0	2	0.1%
1114240	1	0.1%
36554	1	0.1%
1821023	1	0.1%
466228	1	0.1%
602210	1	0.1%
Other values (1601)	1601	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	0.1%
355	1	0.1%
1497	1	0.1%
3099	1	0.1%
3228	1	0.1%
6230	1	0.1%
6536	1	0.1%
6603	1	0.1%
6842	1	0.1%
7161	1	0.1%

Value	Count	Frequency (%)
6555148	1	0.1%
6348514	1	0.1%
5088646	1	0.1%
4765769	1	0.1%
4688728	1	0.1%
4674611	1	0.1%
4347270	1	0.1%
4038531	1	0.1%
3972800	1	0.1%
3972700	1	0.1%

시간대_2_생활인구_수
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1612
Distinct (%)	99.6%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	614394.9592

Minimum	2
Maximum	4780126
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	2
5-th percentile	31810.9
Q1	172869.5
median	429901
Q3	870394
95-th percentile	1797588.3
Maximum	4780126
Range	4780124
Interquartile range (IQR)	697524.5

Descriptive statistics

Standard deviation	622549.5146
Coefficient of variation (CV)	1.013272497
Kurtosis	5.974249433
Mean	614394.9592
Median Absolute Deviation (MAD)	298873
Skewness	2.033335174
Sum	994705439
Variance	3.875678981 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60244	4	0.2%
40079	3	0.2%
16540	2	0.1%
86687	2	0.1%
734839	1	0.1%
768869	1	0.1%
567142	1	0.1%
462356	1	0.1%
60701	1	0.1%
931574	1	0.1%
Other values (1602)	1602	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	0.1%
594	1	0.1%
2652	1	0.1%
3712	1	0.1%
4702	1	0.1%
5602	1	0.1%
6463	1	0.1%
7368	1	0.1%
7792	1	0.1%
8814	1	0.1%

Value	Count	Frequency (%)
4780126	1	0.1%
4737759	1	0.1%
4263362	1	0.1%
3924033	1	0.1%
3726435	1	0.1%
3539453	1	0.1%
3273590	1	0.1%
3232866	1	0.1%
3199072	1	0.1%
3180782	1	0.1%

시간대_3_생활인구_수
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1611
Distinct (%)	99.5%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	380344.2823

Minimum	7
Maximum	4510092
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	7
5-th percentile	23964.5
Q1	112321.5
median	266186
Q3	517312.5
95-th percentile	1132706.4
Maximum	4510092
Range	4510085
Interquartile range (IQR)	404991

Descriptive statistics

Standard deviation	406376.6291
Coefficient of variation (CV)	1.068444165
Kurtosis	15.30026496
Mean	380344.2823
Median Absolute Deviation (MAD)	179115
Skewness	2.922187371
Sum	615777393
Variance	1.651419646 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
41059	4	0.2%
28633	3	0.2%
142895	2	0.1%
832795	2	0.1%
13321	2	0.1%
99899	1	0.1%
1147242	1	0.1%
353265	1	0.1%
45583	1	0.1%
1049150	1	0.1%
Other values (1601)	1601	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	1	0.1%
846	1	0.1%
2744	1	0.1%
2756	1	0.1%
2764	1	0.1%
4584	1	0.1%
4637	1	0.1%
4866	1	0.1%
5839	1	0.1%
6348	1	0.1%

Value	Count	Frequency (%)
4510092	1	0.1%
3568776	1	0.1%
3390274	1	0.1%
3097633	1	0.1%
2667630	1	0.1%
2636889	1	0.1%
2619457	1	0.1%
2466230	1	0.1%
2358042	1	0.1%
2173412	1	0.1%

시간대_4_생활인구_수
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1613
Distinct (%)	99.6%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	383386.7474

Minimum	4
Maximum	4683331
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	4
5-th percentile	24176.9
Q1	113085.5
median	262772
Q3	523194
95-th percentile	1113356.6
Maximum	4683331
Range	4683327
Interquartile range (IQR)	410108.5

Descriptive statistics

Standard deviation	413901.9857
Coefficient of variation (CV)	1.079593879
Kurtosis	15.95177462
Mean	383386.7474
Median Absolute Deviation (MAD)	177806
Skewness	3.005440615
Sum	620703144
Variance	1.713148538 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36839	4	0.2%
25984	3	0.2%
14291	2	0.1%
617506	1	0.1%
282408	1	0.1%
407506	1	0.1%
383671	1	0.1%
45417	1	0.1%
1056869	1	0.1%
329970	1	0.1%
Other values (1603)	1603	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	1	0.1%
1164	1	0.1%
2621	1	0.1%
3139	1	0.1%
3207	1	0.1%
4709	1	0.1%
4929	1	0.1%
5559	1	0.1%
6179	1	0.1%
6395	1	0.1%

Value	Count	Frequency (%)
4683331	1	0.1%
3511304	1	0.1%
3346556	1	0.1%
3127331	1	0.1%
2862738	1	0.1%
2689833	1	0.1%
2628352	1	0.1%
2626688	1	0.1%
2495068	1	0.1%
2423551	1	0.1%

시간대_5_생활인구_수
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1613
Distinct (%)	99.6%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	514472.2989

Minimum	2
Maximum	5149006
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	2
5-th percentile	30808.6
Q1	146349.5
median	353935
Q3	713357.5
95-th percentile	1503605.7
Maximum	5149006
Range	5149004
Interquartile range (IQR)	567008

Descriptive statistics

Standard deviation	538408.3183
Coefficient of variation (CV)	1.04652538
Kurtosis	9.257851517
Mean	514472.2989
Median Absolute Deviation (MAD)	246452
Skewness	2.419435261
Sum	832930652
Variance	2.898835172 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42680	4	0.2%
26946	3	0.2%
17545	2	0.1%
893860	1	0.1%
388100	1	0.1%
579187	1	0.1%
504967	1	0.1%
51224	1	0.1%
1005029	1	0.1%
209016	1	0.1%
Other values (1603)	1603	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	0.1%
486	1	0.1%
2618	1	0.1%
2909	1	0.1%
4070	1	0.1%
5857	1	0.1%
5942	1	0.1%
6238	1	0.1%
6820	1	0.1%
8307	1	0.1%

Value	Count	Frequency (%)
5149006	1	0.1%
3983963	1	0.1%
3552205	1	0.1%
3542297	1	0.1%
3478419	1	0.1%
3435362	1	0.1%
3160447	1	0.1%
3143828	1	0.1%
3035687	1	0.1%
3009928	1	0.1%

시간대_6_생활인구_수
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1612
Distinct (%)	99.6%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	373214.2038

Minimum	0
Maximum	2942666
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	0
5-th percentile	16286.4
Q1	96496.5
median	250095
Q3	513789
95-th percentile	1124096.6
Maximum	2942666
Range	2942666
Interquartile range (IQR)	417292.5

Descriptive statistics

Standard deviation	385928.9451
Coefficient of variation (CV)	1.034068214
Kurtosis	5.618081335
Mean	373214.2038
Median Absolute Deviation (MAD)	184442
Skewness	1.997230107
Sum	604233796
Variance	1.489411506 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
41281	4	0.2%
23034	3	0.2%
10044	2	0.1%
28222	2	0.1%
663312	1	0.1%
386682	1	0.1%
289079	1	0.1%
31928	1	0.1%
280048	1	0.1%
51654	1	0.1%
Other values (1602)	1602	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.1%
51	1	0.1%
362	1	0.1%
1707	1	0.1%
2014	1	0.1%
2171	1	0.1%
2564	1	0.1%
3820	1	0.1%
3924	1	0.1%
4232	1	0.1%

Value	Count	Frequency (%)
2942666	1	0.1%
2875635	1	0.1%
2515508	1	0.1%
2385560	1	0.1%
2244651	1	0.1%
2084364	1	0.1%
2076321	1	0.1%
2072227	1	0.1%
2037405	1	0.1%
1943772	1	0.1%

아파트_단지수
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	210
Distinct (%)	14.5%
Missing	176
Missing (%)	10.9%
Infinite	0
Infinite (%)	0.0%
Mean	48.82409972

Minimum	1
Maximum	758
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	9
median	29
Q3	66
95-th percentile	163.85
Maximum	758
Range	757
Interquartile range (IQR)	57

Descriptive statistics

Standard deviation	61.49066109
Coefficient of variation (CV)	1.259432564
Kurtosis	18.90523382
Mean	48.82409972
Median Absolute Deviation (MAD)	23
Skewness	3.242268195
Sum	70502
Variance	3781.101401
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	69	4.3%
2	50	3.1%
4	47	2.9%
3	44	2.7%
5	38	2.3%
8	35	2.2%
12	31	1.9%
7	30	1.9%
6	28	1.7%
16	28	1.7%
Other values (200)	1044	64.4%
(Missing)	176	10.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	69	4.3%
2	50	3.1%
3	44	2.7%
4	47	2.9%
5	38	2.3%
6	28	1.7%
7	30	1.9%
8	35	2.2%
9	21	1.3%
10	26	1.6%

Value	Count	Frequency (%)
758	1	0.1%
424	1	0.1%
420	1	0.1%
388	2	0.1%
381	1	0.1%
369	1	0.1%
361	2	0.1%
355	1	0.1%
332	1	0.1%
329	1	0.1%

아파트_평균_시가
Real number (ℝ_≥0)

MISSING

Distinct	1444
Distinct (%)	100.0%
Missing	176
Missing (%)	10.9%
Infinite	0
Infinite (%)	0.0%
Mean	200478412.2

Minimum	33142857
Maximum	2334260370
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	33142857
5-th percentile	101788039.4
Q1	127670256.5
median	154529176.5
Q3	205834809.2
95-th percentile	431321653.5
Maximum	2334260370
Range	2301117513
Interquartile range (IQR)	78164552.75

Descriptive statistics

Standard deviation	165426787.9
Coefficient of variation (CV)	0.825160106
Kurtosis	51.28923541
Mean	200478412.2
Median Absolute Deviation (MAD)	33736430
Skewness	5.817670427
Sum	2.894908272 × 10¹¹
Variance	2.736602215 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
132737186	1	0.1%
241539258	1	0.1%
124549808	1	0.1%
117535272	1	0.1%
122047486	1	0.1%
163097474	1	0.1%
163501239	1	0.1%
182496097	1	0.1%
214813321	1	0.1%
218235630	1	0.1%
Other values (1434)	1434	88.5%
(Missing)	176	10.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33142857	1	0.1%
48100000	1	0.1%
62261836	1	0.1%
65584375	1	0.1%
66331818	1	0.1%
67031888	1	0.1%
67647115	1	0.1%
69105093	1	0.1%
70239818	1	0.1%
71216114	1	0.1%

Value	Count	Frequency (%)
2334260370	1	0.1%
2042006945	1	0.1%
2035694236	1	0.1%
1684758773	1	0.1%
1442522500	1	0.1%
1344714534	1	0.1%
1100891276	1	0.1%
1089582427	1	0.1%
1002558784	1	0.1%
982015278	1	0.1%

개업율
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	239
Distinct (%)	14.8%
Missing	6
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.1073289963

Minimum	0
Maximum	1
Zeros	40
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.023
Q1	0.073
median	0.104
Q3	0.133
95-th percentile	0.19735
Maximum	1
Range	1
Interquartile range (IQR)	0.06

Descriptive statistics

Standard deviation	0.06107443805
Coefficient of variation (CV)	0.5690394969
Kurtosis	34.15280973
Mean	0.1073289963
Median Absolute Deviation (MAD)	0.03
Skewness	3.233457836
Sum	173.229
Variance	0.003730086983
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	40	2.5%
0.114	25	1.5%
0.111	24	1.5%
0.099	22	1.4%
0.105	21	1.3%
0.083	21	1.3%
0.093	20	1.2%
0.103	19	1.2%
0.095	18	1.1%
0.123	18	1.1%
Other values (229)	1386	85.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	40	2.5%
0.001	1	0.1%
0.002	2	0.1%
0.006	1	0.1%
0.009	2	0.1%
0.011	1	0.1%
0.012	1	0.1%
0.013	4	0.2%
0.014	3	0.2%
0.015	4	0.2%

Value	Count	Frequency (%)
1	1	0.1%
0.635	1	0.1%
0.484	1	0.1%
0.455	1	0.1%
0.409	1	0.1%
0.406	1	0.1%
0.378	1	0.1%
0.375	1	0.1%
0.333	4	0.2%
0.327	1	0.1%

폐업율
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	195
Distinct (%)	12.1%
Missing	6
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.09715861214

Minimum	0
Maximum	1
Zeros	46
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.029
Q1	0.07125
median	0.0965
Q3	0.119
95-th percentile	0.162
Maximum	1
Range	1
Interquartile range (IQR)	0.04775

Descriptive statistics

Standard deviation	0.0470657123
Coefficient of variation (CV)	0.4844214142
Kurtosis	86.77063993
Mean	0.09715861214
Median Absolute Deviation (MAD)	0.0235
Skewness	4.881644473
Sum	156.814
Variance	0.002215181274
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	46	2.8%
0.11	26	1.6%
0.087	26	1.6%
0.083	24	1.5%
0.109	23	1.4%
0.102	22	1.4%
0.107	22	1.4%
0.091	21	1.3%
0.095	21	1.3%
0.089	21	1.3%
Other values (185)	1362	84.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	46	2.8%
0.012	1	0.1%
0.013	1	0.1%
0.014	1	0.1%
0.016	2	0.1%
0.018	1	0.1%
0.019	2	0.1%
0.02	5	0.3%
0.021	1	0.1%
0.022	2	0.1%

Value	Count	Frequency (%)
1	1	0.1%
0.5	1	0.1%
0.261	1	0.1%
0.259	2	0.1%
0.25	3	0.2%
0.234	1	0.1%
0.231	1	0.1%
0.229	1	0.1%
0.222	1	0.1%
0.219	1	0.1%

프랜차이즈_침투율
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	612
Distinct (%)	37.9%
Missing	6
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.3301425031

Minimum	0
Maximum	5.333
Zeros	77
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.009
Q1	0.185
median	0.297
Q3	0.42275
95-th percentile	0.69335
Maximum	5.333
Range	5.333
Interquartile range (IQR)	0.23775

Descriptive statistics

Standard deviation	0.2592202376
Coefficient of variation (CV)	0.7851768105
Kurtosis	89.84114499
Mean	0.3301425031
Median Absolute Deviation (MAD)	0.116
Skewness	5.750143332
Sum	532.85
Variance	0.06719513157
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	77	4.8%
0.267	12	0.7%
0.4	11	0.7%
0.348	11	0.7%
0.167	11	0.7%
0.256	9	0.6%
0.247	8	0.5%
0.38	7	0.4%
0.2	7	0.4%
0.143	7	0.4%
Other values (602)	1454	89.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	77	4.8%
0.004	1	0.1%
0.008	1	0.1%
0.009	3	0.2%
0.012	1	0.1%
0.013	1	0.1%
0.014	1	0.1%
0.016	1	0.1%
0.021	1	0.1%
0.022	1	0.1%

Value	Count	Frequency (%)
5.333	1	0.1%
1.962	1	0.1%
1.875	1	0.1%
1.844	1	0.1%
1.786	1	0.1%
1.714	1	0.1%
1.6	1	0.1%
1.432	1	0.1%
1.412	1	0.1%
1.333	2	0.1%

매출액
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	1602
Distinct (%)	100.0%
Missing	18
Missing (%)	1.1%
Infinite	0
Infinite (%)	0.0%
Mean	5.775325232 × 10¹⁰

Minimum	1036897
Maximum	4.327080152 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	1036897
5-th percentile	1424166531
Q1	7162987833
median	1.790283465 × 10¹⁰
Q3	4.384118393 × 10¹⁰
95-th percentile	2.207859659 × 10¹¹
Maximum	4.327080152 × 10¹²
Range	4.327079115 × 10¹²
Interquartile range (IQR)	3.667819609 × 10¹⁰

Descriptive statistics

Standard deviation	1.705476884 × 10¹¹
Coefficient of variation (CV)	2.953040419
Kurtosis	275.6215531
Mean	5.775325232 × 10¹⁰
Median Absolute Deviation (MAD)	1.365183088 × 10¹⁰
Skewness	13.35475048
Sum	9.252071021 × 10¹³
Variance	2.908651403 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.051077151 × 10¹⁰	1	0.1%
4.221889854 × 10¹¹	1	0.1%
2.421849532 × 10¹¹	1	0.1%
1.272170981 × 10¹¹	1	0.1%
1.717763057 × 10¹⁰	1	0.1%
4.683661336 × 10¹⁰	1	0.1%
1.503345229 × 10¹¹	1	0.1%
2.152007063 × 10¹¹	1	0.1%
6.191883251 × 10¹⁰	1	0.1%
3.3824473 × 10¹⁰	1	0.1%
Other values (1592)	1592	98.3%
(Missing)	18	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1036897	1	0.1%
7392885	1	0.1%
51349739	1	0.1%
64165695	1	0.1%
67332452	1	0.1%
74687358	1	0.1%
79008663	1	0.1%
96970256	1	0.1%
101522023	1	0.1%
128172114	1	0.1%

Value	Count	Frequency (%)
4.327080152 × 10¹²	1	0.1%
2.32588909 × 10¹²	1	0.1%
1.465075735 × 10¹²	1	0.1%
1.431975298 × 10¹²	1	0.1%
1.351039279 × 10¹²	1	0.1%
1.250806063 × 10¹²	1	0.1%
1.200481341 × 10¹²	1	0.1%
9.341596813 × 10¹¹	1	0.1%
8.348820044 × 10¹¹	1	0.1%
7.903145014 × 10¹¹	1	0.1%

매출건수
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	1601
Distinct (%)	99.9%
Missing	18
Missing (%)	1.1%
Infinite	0
Infinite (%)	0.0%
Mean	2190599.46

Minimum	9
Maximum	54328673
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.8 KiB

Quantile statistics

Minimum	9
5-th percentile	47665.15
Q1	357115.5
median	949116.5
Q3	2203857.75
95-th percentile	8556466.35
Maximum	54328673
Range	54328664
Interquartile range (IQR)	1846742.25

Descriptive statistics

Standard deviation	4135165.371
Coefficient of variation (CV)	1.887686657
Kurtosis	48.26116594
Mean	2190599.46
Median Absolute Deviation (MAD)	706792.5
Skewness	5.694422288
Sum	3509340335
Variance	1.709959264 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
314358	2	0.1%
1773881	1	0.1%
6722857	1	0.1%
5153420	1	0.1%
1160032	1	0.1%
3214602	1	0.1%
10618951	1	0.1%
9001556	1	0.1%
2488573	1	0.1%
1729083	1	0.1%
Other values (1591)	1591	98.2%
(Missing)	18	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9	1	0.1%
310	1	0.1%
1266	1	0.1%
1685	1	0.1%
1820	1	0.1%
1904	1	0.1%
2092	1	0.1%
2399	1	0.1%
3152	1	0.1%
4613	1	0.1%

Value	Count	Frequency (%)
54328673	1	0.1%
48148842	1	0.1%
46829799	1	0.1%
46122359	1	0.1%
31741353	1	0.1%
28599131	1	0.1%
25257927	1	0.1%
24663158	1	0.1%
23843195	1	0.1%
23589487	1	0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	df_index	상권타입	Bus	Subway	평균매매가	유흥업소	살인	강도	강간	절도	폭력	방화	마약	약취	도박	전체범죄	112신고	총_생활인구	남성_생활인구	여성_생활인구	연령대_10_생활인구	연령대_20_생활인구	연령대_30_생활인구	연령대_40_생활인구	연령대_50_생활인구	연령대_60_이상_생활인구	시간대_1_생활인구_수	시간대_2_생활인구_수	시간대_3_생활인구_수	시간대_4_생활인구_수	시간대_5_생활인구_수	시간대_6_생활인구_수	아파트_단지수	아파트_평균_시가	개업율	폐업율	프랜차이즈_침투율	매출액	매출건수
0	0	골목상권	28	0	491.193483	4	1	1	2	2	5	5	1	4	4	5	71472	3720086.0	1736497.0	1983590.0	552455.0	431915.0	469431.0	566236.0	603185.0	1096864.0	1114240.0	734839.0	375534.0	371938.0	593509.0	530027.0	85.0	132737186.0	0.075	0.085	0.524	5.035631e+10	3179920.0
1	1	골목상권	6	1	532.721457	0	4	3	2	3	3	3	2	5	2	3	97907	618511.0	279750.0	338763.0	89157.0	94114.0	86602.0	99050.0	113757.0	135835.0	128621.0	124120.0	86050.0	92310.0	115008.0	72401.0	9.0	233402400.0	0.086	0.114	1.171	3.662076e+09	378145.0
2	2	골목상권	19	0	458.068691	0	1	1	2	2	5	5	1	4	4	5	71472	904553.0	410933.0	493621.0	178301.0	94232.0	103657.0	133935.0	137709.0	256721.0	220848.0	188831.0	109714.0	118936.0	155559.0	110662.0	16.0	130227065.0	0.112	0.103	0.355	1.074877e+10	422138.0
3	3	골목상권	9	0	679.266293	0	2	5	2	3	4	3	1	1	1	4	71472	278350.0	149067.0	129285.0	46886.0	27093.0	37060.0	45750.0	53430.0	68137.0	43130.0	61883.0	45858.0	45585.0	53160.0	28738.0	7.0	152415238.0	0.052	0.047	0.040	3.155366e+09	322021.0
4	4	골목상권	3	0	709.914785	0	5	1	5	3	5	4	5	3	3	4	139303	1338665.0	613158.0	725506.0	201010.0	197341.0	261365.0	214426.0	190809.0	273715.0	357578.0	271359.0	151620.0	154288.0	222244.0	181575.0	51.0	193072717.0	0.071	0.086	0.171	6.362218e+09	368410.0
5	5	골목상권	12	2	823.899053	0	1	3	1	3	2	3	2	2	2	2	100254	7761815.0	3605602.0	4156214.0	1420558.0	973285.0	1063921.0	1072662.0	1216311.0	2015072.0	2209269.0	1652457.0	879240.0	820749.0	1181860.0	1018236.0	131.0	134512690.0	0.143	0.135	0.331	3.187783e+10	1446178.0
6	6	골목상권	3	0	1211.858140	1	1	1	1	2	2	1	2	1	3	2	94619	1451537.0	697410.0	754128.0	187079.0	258989.0	339852.0	289759.0	167628.0	208234.0	400328.0	307246.0	179472.0	171933.0	211107.0	181448.0	45.0	298502274.0	0.150	0.033	0.083	3.376481e+09	191173.0
7	7	골목상권	9	1	928.164207	0	1	2	1	1	2	1	3	1	1	1	37512	446571.0	221716.0	224858.0	37340.0	78641.0	65948.0	67713.0	75793.0	121141.0	108363.0	97668.0	57645.0	56570.0	72051.0	54277.0	6.0	160980467.0	0.026	0.077	0.205	4.936761e+09	252022.0
8	8	골목상권	5	6	910.123069	2	1	3	1	3	2	3	2	2	2	2	100254	1698505.0	798440.0	900066.0	210915.0	215002.0	245016.0	236920.0	286637.0	504016.0	519370.0	350875.0	171547.0	168989.0	257069.0	230656.0	19.0	102053178.0	0.065	0.065	0.261	6.313494e+09	491608.0
9	9	골목상권	4	0	890.456808	0	3	5	2	3	5	2	2	5	5	4	95966	1348296.0	690688.0	657608.0	159593.0	196285.0	277411.0	290010.0	196294.0	228706.0	279848.0	299564.0	224236.0	207927.0	202576.0	134145.0	14.0	96404898.0	0.120	0.040	0.640	1.394590e+09	91770.0

Last rows

	df_index	상권타입	Bus	Subway	평균매매가	유흥업소	살인	강도	강간	절도	폭력	방화	마약	약취	도박	전체범죄	112신고	총_생활인구	남성_생활인구	여성_생활인구	연령대_10_생활인구	연령대_20_생활인구	연령대_30_생활인구	연령대_40_생활인구	연령대_50_생활인구	연령대_60_이상_생활인구	시간대_1_생활인구_수	시간대_2_생활인구_수	시간대_3_생활인구_수	시간대_4_생활인구_수	시간대_5_생활인구_수	시간대_6_생활인구_수	아파트_단지수	아파트_평균_시가	개업율	폐업율	프랜차이즈_침투율	매출액	매출건수
1610	1661	전통시장	2	6	3094.785110	1	5	5	3	5	5	4	4	1	1	5	33232	240505.0	118275.0	122230.0	9067.0	42494.0	63127.0	49849.0	35417.0	40548.0	56450.0	50742.0	34152.0	30988.0	36329.0	31841.0	NaN	NaN	0.001	0.072	0.009	1.704754e+09	108695.0
1611	1662	전통시장	9	2	1007.562823	0	2	1	2	2	1	1	5	5	1	2	52079	161435.0	72622.0	88816.0	12366.0	25153.0	25606.0	23388.0	29396.0	45524.0	20820.0	30336.0	26157.0	28969.0	37272.0	17877.0	NaN	NaN	0.046	0.099	0.224	5.608527e+10	2966862.0
1612	1663	전통시장	4	5	2534.517835	0	3	3	3	5	4	5	2	1	3	4	92545	896003.0	462862.0	433141.0	39920.0	72562.0	92043.0	118916.0	170507.0	402053.0	127608.0	195101.0	170403.0	173204.0	152182.0	77508.0	4.0	181350278.0	0.086	0.086	0.000	2.512636e+11	4993885.0
1613	1664	전통시장	5	0	802.690197	0	5	2	2	3	3	1	1	1	2	2	92545	715034.0	328918.0	386118.0	146580.0	111226.0	104291.0	117653.0	97924.0	137366.0	139977.0	142259.0	100630.0	104433.0	140330.0	87405.0	NaN	NaN	0.103	0.082	0.309	1.530452e+10	1045741.0
1614	1665	관광특구	51	15	1530.215317	6	1	1	2	5	2	3	3	1	1	3	28589	14476044.0	7456054.0	7019988.0	402355.0	2590844.0	3743033.0	3307562.0	2312510.0	2119738.0	868646.0	3180782.0	3568776.0	3511304.0	2658881.0	687651.0	NaN	NaN	0.043	0.083	0.292	1.351039e+12	48148842.0
1615	1666	관광특구	23	10	1690.486525	8	5	5	2	5	5	5	5	5	5	5	45935	12232536.0	5900582.0	6331955.0	461251.0	2233625.0	3147765.0	2459986.0	1842670.0	2087240.0	2785270.0	2476486.0	1784886.0	1702670.0	1944932.0	1538291.0	11.0	247400571.0	0.020	0.085	0.063	8.348820e+11	31741353.0
1616	1667	관광특구	59	19	1845.992314	7	1	2	5	4	5	5	1	1	5	5	33232	14806927.0	8104292.0	6702631.0	440839.0	2446488.0	2793430.0	2809958.0	2786818.0	3529391.0	1711233.0	2960262.0	3097633.0	3127331.0	2815157.0	1095310.0	8.0	111028306.0	0.056	0.083	0.179	9.341597e+11	25257927.0
1617	1668	관광특구	45	8	1421.314513	4	3	1	2	3	1	1	1	3	1	2	139303	12340773.0	6005420.0	6335352.0	1145208.0	2752844.0	2964112.0	2019463.0	1571845.0	1887299.0	2215384.0	2345238.0	1849346.0	1971417.0	2605349.0	1354034.0	26.0	507415555.0	0.109	0.116	0.423	6.100271e+11	20677421.0
1618	1669	관광특구	13	3	1745.049957	1	5	2	5	5	5	2	5	1	5	5	125929	370377.0	186040.0	184337.0	22353.0	79247.0	105716.0	81485.0	45218.0	36357.0	25219.0	72773.0	84961.0	88061.0	78595.0	20764.0	NaN	NaN	0.032	0.081	0.458	6.666761e+11	15118145.0
1619	1670	관광특구	22	3	2062.420191	1	5	3	5	5	5	2	5	3	1	5	72970	6673032.0	3322573.0	3350463.0	390420.0	1613165.0	1574071.0	1092169.0	864926.0	1138283.0	1269161.0	1235679.0	933239.0	1027830.0	1404785.0	802336.0	71.0	396684548.0	0.105	0.110	0.202	3.444003e+11	10973574.0

Overview

Variables

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Most occurring scripts

Most frequent character per script

Hangul

Most occurring blocks

Most frequent character per block

Hangul

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII